Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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81
Vectoring in on Pinecone

Vectoring in on Pinecone

Jul 10, 2024

Daniel & Chris explore the advantages of vector databases with Roie Schwaber-Cohen of Pinecone. Roie starts with a very lucid explanation of why you need a vector database in your machine learning pip...

82
Stanford's AI Index Report 2024

Stanford's AI Index Report 2024

Jul 02, 2024

We’ve had representatives from Stanford’s Institute for Human-Centered Artificial Intelligence (HAI) on the show in the past, but we were super excited to talk through their 2024 AI Index Report after...

83
Apple Intelligence & Advanced RAG

Apple Intelligence & Advanced RAG

Jun 25, 2024

Daniel & Chris engage in an impromptu discussion of the state of AI in the enterprise. Then they dive into the recent Apple Intelligence announcement to explore its implications. Finally, Daniel leads...

84
The perplexities of information retrieval

The perplexities of information retrieval

Jun 19, 2024

Daniel & Chris sit down with Denis Yarats, Co-founder & CTO at Perplexity, to discuss Perplexity’s sophisticated AI-driven answer engine. Denis outlines some of the deficiencies in search engines, and...

85
Using edge models to find sensitive data

Using edge models to find sensitive data

Jun 13, 2024

We’ve all heard about breaches of privacy and leaks of private health information (PHI). For healthcare providers and those storing this data, knowing where all the sensitive data is stored is non-tri...

86
Rise of the AI PC & local LLMs

Rise of the AI PC & local LLMs

Jun 04, 2024

We’ve seen a rise in interest recently and a number of major announcements related to local LLMs and AI PCs. NVIDIA, Apple, and Intel are getting into this along with models like the Phi family from M...

87
AI in the U.S. Congress

AI in the U.S. Congress

May 29, 2024

At the age of 72, U.S. Representative Don Beyer of Virginia enrolled at GMU to pursue a Master’s degree in C.S. with a concentration in Machine Learning. Rep. Beyer is Vice Chair of the bipartisan Art...

88
First impressions of GPT-4o

First impressions of GPT-4o

May 22, 2024

Daniel & Chris share their first impressions of OpenAI’s newest LLM: GPT-4o and Daniel tries to bring the model into the conversation with humorously mixed results. Together, they explore the implicat...

89
Full-stack approach for effective AI agents

Full-stack approach for effective AI agents

May 15, 2024

There’s a lot of hype about AI agents right now, but developing robust agents isn’t yet a reality in general. Imbue is leading the way towards more robust agents by taking a full-stack approach; from ...

90
Autonomous fighter jets?!

Autonomous fighter jets?!

May 08, 2024

Yep, you heard that right. Autonomous fighter jets are in the news. Chris and Daniel discuss a modified F-16 known as the X-62A VISTA and autonomous vehicles/ systems more generally. They also comment...

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